Language model benchmarks are standardized tests designed to evaluate the performance of language models on various natural language processing tasks....

A language model is a model of natural language. Language models are useful for a variety of tasks, including speech recognition, machine translation,...

A large language model (LLM) is a type of machine learning model designed for natural language processing tasks such as language generation. LLMs are language...

Humanity's Last Exam (HLE) is a language model benchmark consisting of 2,500 questions across a broad range of subjects. It was created jointly by the...

Llama (Large Language Model Meta AI, formerly stylized as LLaMA) is a family of large language models (LLMs) released by Meta AI starting in February 2023...

variety of industry benchmarks, while Gemini Pro was said to have outperformed GPT-3.5. Gemini Ultra was also the first language model to outperform human...

Claude is a family of large language models developed by Anthropic. The first model was released in March 2023. The Claude 3 family, released in March...

Measuring Massive Multitask Language Understanding (MMLU) is a popular benchmark for evaluating the capabilities of large language models. It inspired several...

written. List of chatbots List of language model benchmarks This is the date that documentation describing the model's architecture was first released....

for Transformer-based Masked Language-models, arXiv:2106.10199 "Papers with Code - MMLU Benchmark (Multi-task Language Understanding)". paperswithcode...

Reasoning language models are artificial intelligence systems that combine natural language processing with structured reasoning capabilities. These models are...

Bidirectional encoder representations from transformers (BERT) is a language model introduced in October 2018 by researchers at Google. It learns to represent...

average accuracy of 67.5% on the Measuring Massive Multitask Language Understanding (MMLU) benchmark, which is 7% higher than Gopher's performance. Chinchilla...

family of large language models developed by Alibaba Cloud. In July 2024, it was ranked as the top Chinese language model in some benchmarks and third globally...

code-focused model on the HumanEval FIM benchmark. Mathstral 7B achieved a score of 56.6% on the MATH benchmark and 63.47% on the MMLU benchmark. On 17 March...

In computing, a benchmark is the act of running a computer program, a set of programs, or other operations, in order to assess the relative performance...

language model benchmarks. Yann LeCun has advocated open-source models for their value to vertical applications and for improving AI safety. Language...

Diamond benchmark, which contains expert-level science questions not publicly available online. On SWE-bench Verified, a software engineering benchmark assessing...

is a Chinese artificial intelligence company that develops large language models (LLMs). Based in Hangzhou, Zhejiang, it is owned and funded by the...

in 2016, and of the paper that introduced the language model benchmark MMLU (Massive Multitask Language Understanding) in 2020. In February 2022, Hendrycks...

with rumors suggesting that this experimental model had shown promising results on mathematical benchmarks. In July 2024, Reuters reported that OpenAI was...

PaLM (Pathways Language Model) is a 540 billion-parameter dense decoder-only transformer-based large language model (LLM) developed by Google AI. Researchers...

Gemini Ultra, in benchmark tests at the time. Sonnet and Haiku are Anthropic's medium- and small-sized models, respectively. All three models can accept image...

Massive Multitask Language Understanding (MMLU) benchmark compared to 86.5 for GPT-4. Unlike GPT-3.5 and GPT-4, which rely on other models to process sound...

The term benchmark, bench mark, or survey benchmark originates from the chiseled horizontal marks that surveyors made in stone structures, into which an...

the theory that large language models, though able to generate plausible language, do not understand the meaning of the language they process. The term...

q={\tilde {p}}} . In natural language processing (NLP), a corpus is a structured collection of texts or documents, and a language model is a probability distribution...

artificial intelligence, notably used in large language models, specifically in Reasoning Language Models (RLMs), is the ability for an artificial neural...

intelligence (AI) model. A prompt is natural language text describing the task that an AI should perform. A prompt for a text-to-text language model can be a query...

artificial intelligence chatbot developed by xAI. Based on the large language model (LLM) of the same name, it was launched in 2023 as an initiative by...